{"id":"W4413957554","doi":"10.1177/26334941251368257","title":"The impact of multidisciplinary care on attrition rates in weight management programs for women with polycystic ovary syndrome: a scoping review","year":2025,"lang":"en","type":"review","venue":"Therapeutic Advances in Reproductive Health","topic":"Ovarian function and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Polycystic ovary; Attrition; Multidisciplinary approach; Weight management; Medicine; Gynecology; Weight loss; Political science; Internal medicine; Obesity; Insulin resistance; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001055586,0.0004307128,0.002021498,0.0003708006,0.0001292703,0.000008802205,0.0001557581,0.00008201645,0.000007091481],"category_scores_gemma":[0.00007452801,0.0002441448,0.0002229547,0.001293846,0.0001615417,0.00008723736,0.00004227781,0.0003070988,0.000001624751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269204,"about_ca_system_score_gemma":0.001272827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001753154,"about_ca_topic_score_gemma":0.00002526841,"domain_scores_codex":[0.9969739,0.0004061047,0.0009806268,0.0008750614,0.0002484546,0.0005158867],"domain_scores_gemma":[0.9979863,0.0003580583,0.0006340545,0.0008334796,0.0001118725,0.00007620826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001612784,0.0002753577,0.00005326302,0.2806213,0.0001643632,0.000009180201,0.0001892428,0.0000105208,7.168168e-9,0.00005841548,0.000006262401,0.7169994],"study_design_scores_gemma":[0.002582679,0.00577746,0.000910724,0.9454937,0.0003277187,0.00008182546,0.001371208,0.000003008675,1.957661e-7,0.0006309716,0.04249167,0.0003288436],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001932624,0.9802793,0.0001380327,0.000410438,0.0001724832,0.01853986,0.00001748479,0.00003170059,0.0003913759],"genre_scores_gemma":[0.0002812256,0.9937627,0.0004132823,0.0001057607,0.00004252852,0.005015171,0.0001144615,0.00004541409,0.0002194742],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7166705,"threshold_uncertainty_score":0.9955934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05236336060127143,"score_gpt":0.4413053722599751,"score_spread":0.3889420116587037,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}